AI Engineer

Matrix Process Automation Sdn. Bhd.

Singapore

5-10 Years

SGD 6,000 - 10,000 per month

Save

Posted 11 hours ago
Be among the first 10 applicants

Early Applicant

Quick Apply

Job Description

Design, develop and deploy machine learning solutions and services
Implement end-to-end machine learning pipelines from data ingestion to training and model serving
Operationalize LLMs, embeddings, and multi-agent systems in real-world applications
Manage the machine learning and model lifecycle (experimentation, registry, deployment)
Oversee the model promotion lifecycle, coordinating validation gates and approval workflows to safely deploy new model versions from stating to production
Containerize applications using Docker and orchestrate them via Kubernetes
Build and maintain CI/CD pipelines for ML models and LLM applications
Advanced proficiency in Python programming with a focus on writing clean, testable and efficient code
DevOps & Containers: Proficient with Docker for containerization and working knowledge of Kubernetes (k8s) for orchestration
Practical understanding of GPU architecture and cloud compute instances to optimize resource allocation for training and inference workloads
MLOPS tools: hands on experience with MLflow (or similar tools like weights & biases) for experiment tracking and model registry
Proven experience working with Large Language Models (LLMs)
Good understanding of AI agents & agentic workflows, LLM orchestration frameworks and reasoning patterns
Experience with data preprocessing, feature engineering, and model selection and evaluation techniques
Hands-on experience with CI/CD pipelines (GitLab, Jenkins)

Education

Bachelors/ Degree

More Info

Job Type:

Permanent Job

Industry:

Information Technology

Role:

Team Leader /Technical Leader, Software Engineer /Programmer

Function:

Employment Type:

Full time

About Company

Matrix Process Automation Sdn. Bhd.

Matrix Process Automation is run by a strong multinational leadership team with many decades of combined technical and domain experience in process automation and IT services. Matrix is proud to have industry leading experts as part of the leadership team thereby helping our clients with impeccable service and consulting experience to transform their business functions and add value to their business. With our rapid growth, adaptability, innovation, and technological advancements the team aims to rise sky-high in the years to come and facilitate our clients with innovative solutions.

Job ID: 145160777